Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 9872 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 23 |
ExternalRiskEstimate is highly overall correlated with PercentTradesNeverDelq and 3 other fields | High correlation |
MSinceOldestTradeOpen is highly overall correlated with AverageMInFile | High correlation |
MSinceMostRecentTradeOpen is highly overall correlated with NumTradesOpeninLast12M | High correlation |
AverageMInFile is highly overall correlated with MSinceOldestTradeOpen | High correlation |
NumSatisfactoryTrades is highly overall correlated with NumTotalTrades and 1 other fields | High correlation |
NumTrades60Ever2DerogPubRec is highly overall correlated with NumTrades90Ever2DerogPubRec and 3 other fields | High correlation |
NumTrades90Ever2DerogPubRec is highly overall correlated with NumTrades60Ever2DerogPubRec and 1 other fields | High correlation |
PercentTradesNeverDelq is highly overall correlated with ExternalRiskEstimate and 4 other fields | High correlation |
MSinceMostRecentDelq is highly overall correlated with PercentTradesNeverDelq and 2 other fields | High correlation |
MaxDelq2PublicRecLast12M is highly overall correlated with ExternalRiskEstimate and 4 other fields | High correlation |
MaxDelqEver is highly overall correlated with ExternalRiskEstimate and 5 other fields | High correlation |
NumTotalTrades is highly overall correlated with NumSatisfactoryTrades | High correlation |
NumTradesOpeninLast12M is highly overall correlated with MSinceMostRecentTradeOpen | High correlation |
NumInqLast6M is highly overall correlated with NumInqLast6Mexcl7days | High correlation |
NumInqLast6Mexcl7days is highly overall correlated with NumInqLast6M | High correlation |
NetFractionRevolvingBurden is highly overall correlated with ExternalRiskEstimate and 2 other fields | High correlation |
NetFractionInstallBurden is highly overall correlated with NumInstallTradesWBalance | High correlation |
NumRevolvingTradesWBalance is highly overall correlated with NumSatisfactoryTrades and 1 other fields | High correlation |
NumInstallTradesWBalance is highly overall correlated with NetFractionInstallBurden | High correlation |
NumBank2NatlTradesWHighUtilization is highly overall correlated with NetFractionRevolvingBurden and 1 other fields | High correlation |
PercentTradesWBalance is highly overall correlated with NetFractionRevolvingBurden | High correlation |
MSinceMostRecentTradeOpen has 105 (1.1%) zeros | Zeros |
NumTrades60Ever2DerogPubRec has 6802 (68.9%) zeros | Zeros |
NumTrades90Ever2DerogPubRec has 7638 (77.4%) zeros | Zeros |
MSinceMostRecentDelq has 102 (1.0%) zeros | Zeros |
MaxDelq2PublicRecLast12M has 336 (3.4%) zeros | Zeros |
NumTotalTrades has 133 (1.3%) zeros | Zeros |
NumTradesOpeninLast12M has 2507 (25.4%) zeros | Zeros |
PercentInstallTrades has 193 (2.0%) zeros | Zeros |
MSinceMostRecentInqexcl7days has 4581 (46.4%) zeros | Zeros |
NumInqLast6M has 3924 (39.7%) zeros | Zeros |
NumInqLast6Mexcl7days has 4078 (41.3%) zeros | Zeros |
NetFractionRevolvingBurden has 608 (6.2%) zeros | Zeros |
NumRevolvingTradesWBalance has 304 (3.1%) zeros | Zeros |
NumBank2NatlTradesWHighUtilization has 4307 (43.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-02 17:39:01.510488 |
|---|---|
| Analysis finished | 2023-02-02 17:40:03.366732 |
| Duration | 1 minute and 1.86 second |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.2 KiB |
| Bad | |
|---|---|
| Good |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.4797407 |
| Min length | 3 |
Characters and Unicode
| Total characters | 34352 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Bad |
| 4th row | Bad |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Bad | 5136 | |
| Good | 4736 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| bad | 5136 | |
| good | 4736 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 9872 | |
| o | 9472 | |
| B | 5136 | |
| a | 5136 | |
| G | 4736 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24480 | |
| Uppercase Letter | 9872 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 9872 | |
| o | 9472 | |
| a | 5136 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 5136 | |
| G | 4736 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34352 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 9872 | |
| o | 9472 | |
| B | 5136 | |
| a | 5136 | |
| G | 4736 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34352 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 9872 | |
| o | 9472 | |
| B | 5136 | |
| a | 5136 | |
| G | 4736 |
ExternalRiskEstimate
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.962723 |
| Minimum | -9 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12 |
| Negative (%) | 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 64 |
| median | 72 |
| Q3 | 80 |
| 95-th percentile | 88 |
| Maximum | 94 |
| Range | 103 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 10.262339 |
|---|---|
| Coefficient of variation (CV) | 0.14260632 |
| Kurtosis | 3.6274377 |
| Mean | 71.962723 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.56940616 |
| Sum | 710416 |
| Variance | 105.3156 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 386 | 3.9% |
| 66 | 376 | 3.8% |
| 68 | 372 | 3.8% |
| 73 | 369 | 3.7% |
| 72 | 367 | 3.7% |
| 70 | 350 | 3.5% |
| 63 | 338 | 3.4% |
| 75 | 331 | 3.4% |
| 69 | 316 | 3.2% |
| 80 | 302 | 3.1% |
| Other values (51) | 6365 |
| Value | Count | Frequency (%) |
| -9 | 12 | |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 2 | < 0.1% |
| 43 | 5 |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 93 | 16 | 0.2% |
| 92 | 34 | 0.3% |
| 91 | 103 | |
| 90 | 100 | 1.0% |
| 89 | 161 | |
| 88 | 201 | |
| 87 | 190 | |
| 86 | 254 | |
| 85 | 223 |
MSinceOldestTradeOpen
Real number (ℝ)
| Distinct | 526 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.66815 |
| Minimum | -9 |
|---|---|
| Maximum | 803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 241 |
| Negative (%) | 2.4% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 131 |
| median | 183 |
| Q3 | 255 |
| 95-th percentile | 387 |
| Maximum | 803 |
| Range | 812 |
| Interquartile range (IQR) | 124 |
Descriptive statistics
| Standard deviation | 101.97151 |
|---|---|
| Coefficient of variation (CV) | 0.52114514 |
| Kurtosis | 0.52797947 |
| Mean | 195.66815 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | 0.55580429 |
| Sum | 1931636 |
| Variance | 10398.188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -8 | 239 | 2.4% |
| 132 | 67 | 0.7% |
| 178 | 67 | 0.7% |
| 176 | 62 | 0.6% |
| 150 | 62 | 0.6% |
| 165 | 61 | 0.6% |
| 183 | 58 | 0.6% |
| 158 | 57 | 0.6% |
| 206 | 57 | 0.6% |
| 162 | 57 | 0.6% |
| Other values (516) | 9085 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 239 | |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 5 | 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 803 | 1 | |
| 789 | 1 | |
| 604 | 1 | |
| 603 | 1 | |
| 598 | 1 | |
| 590 | 1 | |
| 589 | 2 | |
| 586 | 1 | |
| 584 | 1 | |
| 566 | 1 |
MSinceMostRecentTradeOpen
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 112 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5838736 |
| Minimum | -9 |
|---|---|
| Maximum | 383 |
| Zeros | 105 |
| Zeros (%) | 1.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 12 |
| 95-th percentile | 29 |
| Maximum | 383 |
| Range | 392 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 12.965164 |
|---|---|
| Coefficient of variation (CV) | 1.3528105 |
| Kurtosis | 111.40347 |
| Mean | 9.5838736 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 7.0862316 |
| Sum | 94612 |
| Variance | 168.09549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1161 | 11.8% |
| 3 | 1015 | 10.3% |
| 4 | 885 | 9.0% |
| 5 | 754 | 7.6% |
| 1 | 733 | 7.4% |
| 6 | 660 | 6.7% |
| 7 | 575 | 5.8% |
| 8 | 463 | 4.7% |
| 9 | 414 | 4.2% |
| 10 | 309 | 3.1% |
| Other values (102) | 2903 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 105 | 1.1% |
| 1 | 733 | |
| 2 | 1161 | |
| 3 | 1015 | |
| 4 | 885 | |
| 5 | 754 | |
| 6 | 660 | |
| 7 | 575 | |
| 8 | 463 | 4.7% |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 227 | 1 | |
| 207 | 1 | |
| 184 | 1 | |
| 178 | 1 | |
| 163 | 1 | |
| 159 | 1 | |
| 156 | 2 | |
| 152 | 1 | |
| 145 | 2 |
AverageMInFile
Real number (ℝ)
| Distinct | 237 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.755774 |
| Minimum | -9 |
|---|---|
| Maximum | 383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 57 |
| median | 76 |
| Q3 | 96.25 |
| 95-th percentile | 139 |
| Maximum | 383 |
| Range | 392 |
| Interquartile range (IQR) | 39.25 |
Descriptive statistics
| Standard deviation | 34.084198 |
|---|---|
| Coefficient of variation (CV) | 0.43278348 |
| Kurtosis | 2.6699002 |
| Mean | 78.755774 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.91727067 |
| Sum | 777477 |
| Variance | 1161.7326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71 | 154 | 1.6% |
| 79 | 154 | 1.6% |
| 74 | 151 | 1.5% |
| 68 | 148 | 1.5% |
| 80 | 147 | 1.5% |
| 75 | 145 | 1.5% |
| 84 | 144 | 1.5% |
| 70 | 141 | 1.4% |
| 63 | 141 | 1.4% |
| 81 | 140 | 1.4% |
| Other values (227) | 8407 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 6 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 9 | |
| 8 | 12 | |
| 9 | 15 | |
| 10 | 12 | |
| 11 | 12 | |
| 12 | 14 |
| Value | Count | Frequency (%) |
| 383 | 1 | |
| 322 | 1 | |
| 275 | 1 | |
| 273 | 1 | |
| 263 | 1 | |
| 258 | 1 | |
| 257 | 1 | |
| 256 | 1 | |
| 252 | 1 | |
| 249 | 1 |
NumSatisfactoryTrades
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.115883 |
| Minimum | -9 |
|---|---|
| Maximum | 79 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 13 |
| median | 20 |
| Q3 | 28 |
| 95-th percentile | 42 |
| Maximum | 79 |
| Range | 88 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.32882 |
|---|---|
| Coefficient of variation (CV) | 0.53650703 |
| Kurtosis | 0.8567995 |
| Mean | 21.115883 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.79814115 |
| Sum | 208456 |
| Variance | 128.34216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 386 | 3.9% |
| 15 | 384 | 3.9% |
| 16 | 375 | 3.8% |
| 22 | 369 | 3.7% |
| 19 | 366 | 3.7% |
| 13 | 364 | 3.7% |
| 14 | 347 | 3.5% |
| 21 | 346 | 3.5% |
| 20 | 343 | 3.5% |
| 17 | 337 | 3.4% |
| Other values (64) | 6255 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 4 | < 0.1% |
| 1 | 49 | 0.5% |
| 2 | 92 | |
| 3 | 102 | |
| 4 | 138 | |
| 5 | 154 | |
| 6 | 186 | |
| 7 | 216 | |
| 8 | 219 |
| Value | Count | Frequency (%) |
| 79 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 70 | 2 | < 0.1% |
| 67 | 3 | |
| 66 | 2 | < 0.1% |
| 65 | 4 | |
| 64 | 6 | |
| 63 | 5 |
NumTrades60Ever2DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57931524 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 6802 |
| Zeros (%) | 68.9% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2461224 |
|---|---|
| Coefficient of variation (CV) | 2.1510264 |
| Kurtosis | 28.599127 |
| Mean | 0.57931524 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0089208 |
| Sum | 5719 |
| Variance | 1.552821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6802 | |
| 1 | 1802 | 18.3% |
| 2 | 691 | 7.0% |
| 3 | 246 | 2.5% |
| 4 | 148 | 1.5% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| 9 | 8 | 0.1% |
| Other values (9) | 24 | 0.2% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 6802 | |
| 1 | 1802 | 18.3% |
| 2 | 691 | 7.0% |
| 3 | 246 | 2.5% |
| 4 | 148 | 1.5% |
| 5 | 73 | 0.7% |
| 6 | 37 | 0.4% |
| 7 | 30 | 0.3% |
| 8 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 8 | |
| 9 | 8 | |
| 8 | 11 |
NumTrades90Ever2DerogPubRec
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38290113 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 7638 |
| Zeros (%) | 77.4% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0021067 |
|---|---|
| Coefficient of variation (CV) | 2.6171421 |
| Kurtosis | 51.041258 |
| Mean | 0.38290113 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.1495852 |
| Sum | 3780 |
| Variance | 1.0042178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7638 | |
| 1 | 1436 | 14.5% |
| 2 | 488 | 4.9% |
| 3 | 129 | 1.3% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 9 | 8 | 0.1% |
| 10 | 5 | 0.1% |
| Other values (7) | 13 | 0.1% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 7638 | |
| 1 | 1436 | 14.5% |
| 2 | 488 | 4.9% |
| 3 | 129 | 1.3% |
| 4 | 83 | 0.8% |
| 5 | 38 | 0.4% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 5 | 0.1% |
| 9 | 8 | |
| 8 | 3 | < 0.1% |
| 7 | 16 | |
| 6 | 18 |
PercentTradesNeverDelq
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.344003 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 67.55 |
| Q1 | 89 |
| median | 97 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.851561 |
|---|---|
| Coefficient of variation (CV) | 0.12834143 |
| Kurtosis | 8.6640222 |
| Mean | 92.344003 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -2.4996626 |
| Sum | 911620 |
| Variance | 140.4595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| 96 | 414 | 4.2% |
| 97 | 389 | 3.9% |
| 95 | 379 | 3.8% |
| 94 | 351 | 3.6% |
| 93 | 304 | 3.1% |
| 92 | 292 | 3.0% |
| 88 | 244 | 2.5% |
| 90 | 218 | 2.2% |
| 89 | 205 | 2.1% |
| Other values (62) | 2469 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 6 | |
| 11 | 1 | < 0.1% |
| 20 | 4 | |
| 22 | 1 | < 0.1% |
| 25 | 6 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 4 | |
| 30 | 4 |
| Value | Count | Frequency (%) |
| 100 | 4607 | |
| 99 | 6 | 0.1% |
| 98 | 173 | 1.8% |
| 97 | 389 | 3.9% |
| 96 | 414 | 4.2% |
| 95 | 379 | 3.8% |
| 94 | 351 | 3.6% |
| 93 | 304 | 3.1% |
| 92 | 292 | 3.0% |
| 91 | 188 | 1.9% |
MSinceMostRecentDelq
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6985413 |
| Minimum | -9 |
|---|---|
| Maximum | 83 |
| Zeros | 102 |
| Zeros (%) | 1.0% |
| Negative | 4842 |
| Negative (%) | 49.0% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -7 |
| Q1 | -7 |
| median | 0 |
| Q3 | 15 |
| 95-th percentile | 56 |
| Maximum | 83 |
| Range | 92 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 20.72841 |
|---|---|
| Coefficient of variation (CV) | 2.6925114 |
| Kurtosis | 1.8225015 |
| Mean | 7.6985413 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.5905701 |
| Sum | 76000 |
| Variance | 429.66699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7 | 4664 | |
| 1 | 307 | 3.1% |
| 2 | 293 | 3.0% |
| 3 | 253 | 2.6% |
| 4 | 228 | 2.3% |
| 5 | 178 | 1.8% |
| -8 | 176 | 1.8% |
| 6 | 170 | 1.7% |
| 8 | 146 | 1.5% |
| 7 | 140 | 1.4% |
| Other values (77) | 3317 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 176 | 1.8% |
| -7 | 4664 | |
| 0 | 102 | 1.0% |
| 1 | 307 | 3.1% |
| 2 | 293 | 3.0% |
| 3 | 253 | 2.6% |
| 4 | 228 | 2.3% |
| 5 | 178 | 1.8% |
| 6 | 170 | 1.7% |
| Value | Count | Frequency (%) |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 14 | |
| 80 | 15 | |
| 79 | 19 | |
| 78 | 16 | |
| 77 | 14 | |
| 76 | 15 | |
| 75 | 9 | |
| 74 | 12 |
MaxDelq2PublicRecLast12M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7551661 |
| Minimum | -9 |
|---|---|
| Maximum | 9 |
| Zeros | 336 |
| Zeros (%) | 3.4% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.657701 |
|---|---|
| Coefficient of variation (CV) | 0.28803703 |
| Kurtosis | 4.2567183 |
| Mean | 5.7551661 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.8726265 |
| Sum | 56815 |
| Variance | 2.7479725 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4223 | |
| 6 | 3127 | |
| 4 | 1611 | 16.3% |
| 0 | 336 | 3.4% |
| 5 | 236 | 2.4% |
| 3 | 224 | 2.3% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 9 | 6 | 0.1% |
| -9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 336 | 3.4% |
| 1 | 54 | 0.5% |
| 2 | 53 | 0.5% |
| 3 | 224 | 2.3% |
| 4 | 1611 | 16.3% |
| 5 | 236 | 2.4% |
| 6 | 3127 | |
| 7 | 4223 | |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 6 | 0.1% |
| 7 | 4223 | |
| 6 | 3127 | |
| 5 | 236 | 2.4% |
| 4 | 1611 | 16.3% |
| 3 | 224 | 2.3% |
| 2 | 53 | 0.5% |
| 1 | 54 | 0.5% |
| 0 | 336 | 3.4% |
| -9 | 2 | < 0.1% |
MaxDelqEver
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3715559 |
| Minimum | -9 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 17 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.861944 |
|---|---|
| Coefficient of variation (CV) | 0.29222752 |
| Kurtosis | 0.93998359 |
| Mean | 6.3715559 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.0712135 |
| Sum | 62900 |
| Variance | 3.4668355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 6 | 2868 | |
| 5 | 967 | 9.8% |
| 2 | 739 | 7.5% |
| 4 | 321 | 3.3% |
| 3 | 311 | 3.2% |
| 7 | 132 | 1.3% |
| -9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 2 | 739 | 7.5% |
| 3 | 311 | 3.2% |
| 4 | 321 | 3.3% |
| 5 | 967 | 9.8% |
| 6 | 2868 | |
| 7 | 132 | 1.3% |
| 8 | 4532 |
| Value | Count | Frequency (%) |
| 8 | 4532 | |
| 7 | 132 | 1.3% |
| 6 | 2868 | |
| 5 | 967 | 9.8% |
| 4 | 321 | 3.3% |
| 3 | 311 | 3.2% |
| 2 | 739 | 7.5% |
| -9 | 2 | < 0.1% |
NumTotalTrades
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.629457 |
| Minimum | -9 |
|---|---|
| Maximum | 104 |
| Zeros | 133 |
| Zeros (%) | 1.3% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 13 |
| median | 21 |
| Q3 | 30 |
| 95-th percentile | 46 |
| Maximum | 104 |
| Range | 113 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.00701 |
|---|---|
| Coefficient of variation (CV) | 0.57478224 |
| Kurtosis | 1.4906615 |
| Mean | 22.629457 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.93086299 |
| Sum | 223398 |
| Variance | 169.18231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 358 | 3.6% |
| 16 | 354 | 3.6% |
| 17 | 350 | 3.5% |
| 22 | 334 | 3.4% |
| 20 | 330 | 3.3% |
| 24 | 327 | 3.3% |
| 21 | 321 | 3.3% |
| 18 | 312 | 3.2% |
| 13 | 312 | 3.2% |
| 23 | 311 | 3.2% |
| Other values (78) | 6563 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 133 | |
| 1 | 45 | 0.5% |
| 2 | 76 | 0.8% |
| 3 | 115 | |
| 4 | 119 | |
| 5 | 132 | |
| 6 | 147 | |
| 7 | 190 | |
| 8 | 186 |
| Value | Count | Frequency (%) |
| 104 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 3 | |
| 82 | 2 | |
| 79 | 2 | |
| 78 | 2 |
NumTradesOpeninLast12M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8618314 |
| Minimum | -9 |
|---|---|
| Maximum | 19 |
| Zeros | 2507 |
| Zeros (%) | 25.4% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8344385 |
|---|---|
| Coefficient of variation (CV) | 0.98528707 |
| Kurtosis | 4.4221107 |
| Mean | 1.8618314 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4884793 |
| Sum | 18380 |
| Variance | 3.3651644 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2528 | |
| 0 | 2507 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.5% |
| 5 | 365 | 3.7% |
| 6 | 229 | 2.3% |
| 7 | 108 | 1.1% |
| 8 | 56 | 0.6% |
| 9 | 25 | 0.3% |
| Other values (9) | 39 | 0.4% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 2507 | |
| 1 | 2528 | |
| 2 | 1969 | |
| 3 | 1302 | |
| 4 | 744 | 7.5% |
| 5 | 365 | 3.7% |
| 6 | 229 | 2.3% |
| 7 | 108 | 1.1% |
| 8 | 56 | 0.6% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 8 | 0.1% |
| 10 | 18 | 0.2% |
| 9 | 25 | |
| 8 | 56 |
PercentInstallTrades
Real number (ℝ)
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.605855 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 193 |
| Zeros (%) | 2.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 21 |
| median | 33 |
| Q3 | 45 |
| 95-th percentile | 67 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 17.958877 |
|---|---|
| Coefficient of variation (CV) | 0.51895487 |
| Kurtosis | 0.7135414 |
| Mean | 34.605855 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.67956115 |
| Sum | 341629 |
| Variance | 322.52126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 449 | 4.5% |
| 50 | 417 | 4.2% |
| 29 | 334 | 3.4% |
| 25 | 321 | 3.3% |
| 38 | 274 | 2.8% |
| 20 | 273 | 2.8% |
| 36 | 247 | 2.5% |
| 40 | 242 | 2.5% |
| 27 | 226 | 2.3% |
| 17 | 225 | 2.3% |
| Other values (86) | 6864 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 193 | |
| 2 | 1 | < 0.1% |
| 3 | 12 | 0.1% |
| 4 | 29 | 0.3% |
| 5 | 31 | 0.3% |
| 6 | 36 | 0.4% |
| 7 | 57 | 0.6% |
| 8 | 77 | 0.8% |
| 9 | 83 |
| Value | Count | Frequency (%) |
| 100 | 76 | |
| 94 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 3 | < 0.1% |
| 90 | 5 | 0.1% |
| 89 | 4 | < 0.1% |
| 88 | 5 | 0.1% |
| 87 | 3 | < 0.1% |
| 86 | 12 | 0.1% |
MSinceMostRecentInqexcl7days
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18952593 |
| Minimum | -9 |
|---|---|
| Maximum | 24 |
| Zeros | 4581 |
| Zeros (%) | 46.4% |
| Negative | 2333 |
| Negative (%) | 23.6% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -7 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 12 |
| Maximum | 24 |
| Range | 33 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.8542421 |
|---|---|
| Coefficient of variation (CV) | 30.888871 |
| Kurtosis | 2.4540916 |
| Mean | 0.18952593 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.143224 |
| Sum | 1871 |
| Variance | 34.27215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4581 | |
| -7 | 1855 | |
| 1 | 614 | 6.2% |
| -8 | 476 | 4.8% |
| 2 | 378 | 3.8% |
| 3 | 309 | 3.1% |
| 4 | 268 | 2.7% |
| 5 | 191 | 1.9% |
| 6 | 150 | 1.5% |
| 7 | 139 | 1.4% |
| Other values (18) | 911 | 9.2% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 476 | 4.8% |
| -7 | 1855 | |
| 0 | 4581 | |
| 1 | 614 | 6.2% |
| 2 | 378 | 3.8% |
| 3 | 309 | 3.1% |
| 4 | 268 | 2.7% |
| 5 | 191 | 1.9% |
| 6 | 150 | 1.5% |
| Value | Count | Frequency (%) |
| 24 | 8 | 0.1% |
| 23 | 32 | |
| 22 | 35 | |
| 21 | 32 | |
| 20 | 31 | |
| 19 | 45 | |
| 18 | 34 | |
| 17 | 42 | |
| 16 | 49 | |
| 15 | 45 |
NumInqLast6M
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4536062 |
| Minimum | -9 |
|---|---|
| Maximum | 66 |
| Zeros | 3924 |
| Zeros (%) | 39.7% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1410772 |
|---|---|
| Coefficient of variation (CV) | 1.4729417 |
| Kurtosis | 115.17976 |
| Mean | 1.4536062 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.0924807 |
| Sum | 14350 |
| Variance | 4.5842115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 15.3% |
| 3 | 761 | 7.7% |
| 4 | 489 | 5.0% |
| 5 | 242 | 2.5% |
| 6 | 140 | 1.4% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| 9 | 32 | 0.3% |
| Other values (17) | 87 | 0.9% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 3924 | |
| 1 | 2545 | |
| 2 | 1510 | 15.3% |
| 3 | 761 | 7.7% |
| 4 | 489 | 5.0% |
| 5 | 242 | 2.5% |
| 6 | 140 | 1.4% |
| 7 | 81 | 0.8% |
| 8 | 61 | 0.6% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 3 | |
| 18 | 1 | < 0.1% |
| 17 | 3 | |
| 16 | 4 |
NumInqLast6Mexcl7days
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3947528 |
| Minimum | -9 |
|---|---|
| Maximum | 66 |
| Zeros | 4078 |
| Zeros (%) | 41.3% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 66 |
| Range | 75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.1010499 |
|---|---|
| Coefficient of variation (CV) | 1.5063959 |
| Kurtosis | 124.21695 |
| Mean | 1.3947528 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.3490323 |
| Sum | 13769 |
| Variance | 4.4144107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 14.7% |
| 3 | 759 | 7.7% |
| 4 | 453 | 4.6% |
| 5 | 232 | 2.4% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| 9 | 28 | 0.3% |
| Other values (17) | 81 | 0.8% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| 0 | 4078 | |
| 1 | 2529 | |
| 2 | 1450 | 14.7% |
| 3 | 759 | 7.7% |
| 4 | 453 | 4.6% |
| 5 | 232 | 2.4% |
| 6 | 132 | 1.3% |
| 7 | 71 | 0.7% |
| 8 | 59 | 0.6% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 24 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 2 | |
| 17 | 1 | < 0.1% |
| 16 | 4 |
NetFractionRevolvingBurden
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 128 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.042139 |
| Minimum | -9 |
|---|---|
| Maximum | 232 |
| Zeros | 608 |
| Zeros (%) | 6.2% |
| Negative | 188 |
| Negative (%) | 1.9% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 28 |
| Q3 | 56 |
| 95-th percentile | 89 |
| Maximum | 232 |
| Range | 241 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 29.215152 |
|---|---|
| Coefficient of variation (CV) | 0.85820553 |
| Kurtosis | -0.47694712 |
| Mean | 34.042139 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.61635061 |
| Sum | 336064 |
| Variance | 853.52512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 608 | 6.2% |
| 1 | 303 | 3.1% |
| 2 | 274 | 2.8% |
| 3 | 259 | 2.6% |
| 4 | 225 | 2.3% |
| 5 | 208 | 2.1% |
| 6 | 198 | 2.0% |
| -8 | 186 | 1.9% |
| 8 | 166 | 1.7% |
| 9 | 151 | 1.5% |
| Other values (118) | 7294 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 186 | 1.9% |
| 0 | 608 | |
| 1 | 303 | |
| 2 | 274 | |
| 3 | 259 | |
| 4 | 225 | 2.3% |
| 5 | 208 | 2.1% |
| 6 | 198 | 2.0% |
| 7 | 150 | 1.5% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 165 | 1 | |
| 154 | 1 | |
| 135 | 1 | |
| 131 | 1 | |
| 126 | 1 | |
| 124 | 1 | |
| 120 | 2 | |
| 118 | 2 | |
| 117 | 1 |
NetFractionInstallBurden
Real number (ℝ)
| Distinct | 139 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.022387 |
| Minimum | -9 |
|---|---|
| Maximum | 471 |
| Zeros | 10 |
| Zeros (%) | 0.1% |
| Negative | 3420 |
| Negative (%) | 34.6% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -8 |
| Q1 | -8 |
| median | 52 |
| Q3 | 80 |
| 95-th percentile | 97 |
| Maximum | 471 |
| Range | 480 |
| Interquartile range (IQR) | 88 |
Descriptive statistics
| Standard deviation | 41.615398 |
|---|---|
| Coefficient of variation (CV) | 0.99031496 |
| Kurtosis | -0.45851141 |
| Mean | 42.022387 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.017059344 |
| Sum | 414845 |
| Variance | 1731.8414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -8 | 3418 | |
| 100 | 174 | 1.8% |
| 92 | 144 | 1.5% |
| 83 | 134 | 1.4% |
| 77 | 133 | 1.3% |
| 87 | 130 | 1.3% |
| 75 | 128 | 1.3% |
| 95 | 126 | 1.3% |
| 89 | 125 | 1.3% |
| 90 | 124 | 1.3% |
| Other values (129) | 5236 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 3418 | |
| 0 | 10 | 0.1% |
| 1 | 4 | < 0.1% |
| 2 | 15 | 0.2% |
| 3 | 21 | 0.2% |
| 4 | 11 | 0.1% |
| 5 | 17 | 0.2% |
| 6 | 24 | 0.2% |
| 7 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 471 | 1 | |
| 196 | 1 | |
| 190 | 1 | |
| 165 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 151 | 1 | |
| 144 | 1 | |
| 142 | 1 | |
| 140 | 1 |
NumRevolvingTradesWBalance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9084279 |
| Minimum | -9 |
|---|---|
| Maximum | 32 |
| Zeros | 304 |
| Zeros (%) | 3.1% |
| Negative | 158 |
| Negative (%) | 1.6% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 32 |
| Range | 41 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.3610186 |
|---|---|
| Coefficient of variation (CV) | 0.85994131 |
| Kurtosis | 5.1292232 |
| Mean | 3.9084279 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.63335263 |
| Sum | 38584 |
| Variance | 11.296446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1707 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 1 | 1331 | |
| 5 | 1010 | |
| 6 | 744 | |
| 7 | 507 | 5.1% |
| 8 | 350 | 3.5% |
| 0 | 304 | 3.1% |
| 9 | 242 | 2.5% |
| Other values (21) | 708 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 156 | 1.6% |
| 0 | 304 | 3.1% |
| 1 | 1331 | |
| 2 | 1707 | |
| 3 | 1608 | |
| 4 | 1361 | |
| 5 | 1010 | |
| 6 | 744 | |
| 7 | 507 | 5.1% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 23 | 1 | < 0.1% |
| 21 | 5 | |
| 20 | 4 | |
| 19 | 4 |
NumInstallTradesWBalance
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5680713 |
| Minimum | -9 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 863 |
| Negative (%) | 8.7% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -8 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 23 |
| Range | 32 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.3486231 |
|---|---|
| Coefficient of variation (CV) | 2.1355044 |
| Kurtosis | 4.0120027 |
| Mean | 1.5680713 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.582995 |
| Sum | 15480 |
| Variance | 11.213277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2863 | |
| 1 | 2648 | |
| 3 | 1808 | |
| 4 | 922 | 9.3% |
| -8 | 861 | 8.7% |
| 5 | 352 | 3.6% |
| 6 | 186 | 1.9% |
| 7 | 86 | 0.9% |
| 8 | 49 | 0.5% |
| 9 | 36 | 0.4% |
| Other values (10) | 61 | 0.6% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 861 | 8.7% |
| 1 | 2648 | |
| 2 | 2863 | |
| 3 | 1808 | |
| 4 | 922 | 9.3% |
| 5 | 352 | 3.6% |
| 6 | 186 | 1.9% |
| 7 | 86 | 0.9% |
| 8 | 49 | 0.5% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 6 | 0.1% |
| 13 | 5 | 0.1% |
| 12 | 10 | 0.1% |
| 11 | 15 | |
| 10 | 18 | |
| 9 | 36 |
NumBank2NatlTradesWHighUtilization
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.55338331 |
| Minimum | -9 |
|---|---|
| Maximum | 18 |
| Zeros | 4307 |
| Zeros (%) | 43.6% |
| Negative | 585 |
| Negative (%) | 5.9% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | -8 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 27 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.6140264 |
|---|---|
| Coefficient of variation (CV) | 4.7237175 |
| Kurtosis | 5.8625068 |
| Mean | 0.55338331 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.3806378 |
| Sum | 5463 |
| Variance | 6.8331341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4307 | |
| 1 | 2514 | |
| 2 | 1222 | 12.4% |
| 3 | 620 | 6.3% |
| -8 | 583 | 5.9% |
| 4 | 280 | 2.8% |
| 5 | 154 | 1.6% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| 8 | 30 | 0.3% |
| Other values (9) | 43 | 0.4% |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 583 | 5.9% |
| 0 | 4307 | |
| 1 | 2514 | |
| 2 | 1222 | 12.4% |
| 3 | 620 | 6.3% |
| 4 | 280 | 2.8% |
| 5 | 154 | 1.6% |
| 6 | 81 | 0.8% |
| 7 | 38 | 0.4% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 3 | < 0.1% |
| 12 | 4 | < 0.1% |
| 11 | 10 | 0.1% |
| 10 | 10 | 0.1% |
| 9 | 11 | 0.1% |
| 8 | 30 | |
| 7 | 38 |
PercentTradesWBalance
Real number (ℝ)
| Distinct | 95 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.294571 |
| Minimum | -9 |
|---|---|
| Maximum | 100 |
| Zeros | 45 |
| Zeros (%) | 0.5% |
| Negative | 20 |
| Negative (%) | 0.2% |
| Memory size | 154.2 KiB |
Quantile statistics
| Minimum | -9 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 50 |
| median | 67 |
| Q3 | 83 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 109 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 22.265433 |
|---|---|
| Coefficient of variation (CV) | 0.33585606 |
| Kurtosis | -0.38744383 |
| Mean | 66.294571 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.31604566 |
| Sum | 654460 |
| Variance | 495.74951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1276 | 12.9% |
| 50 | 733 | 7.4% |
| 67 | 611 | 6.2% |
| 75 | 535 | 5.4% |
| 80 | 374 | 3.8% |
| 60 | 342 | 3.5% |
| 83 | 316 | 3.2% |
| 71 | 281 | 2.8% |
| 33 | 273 | 2.8% |
| 57 | 245 | 2.5% |
| Other values (85) | 4886 |
| Value | Count | Frequency (%) |
| -9 | 2 | < 0.1% |
| -8 | 18 | 0.2% |
| 0 | 45 | |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 11 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1276 | |
| 96 | 3 | < 0.1% |
| 95 | 13 | 0.1% |
| 94 | 28 | 0.3% |
| 93 | 37 | 0.4% |
| 92 | 82 | 0.8% |
| 91 | 82 | 0.8% |
| 90 | 93 | 0.9% |
| 89 | 138 | 1.4% |
| 88 | 176 | 1.8% |
| ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever2DerogPubRec | NumTrades90Ever2DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq2PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank2NatlTradesWHighUtilization | PercentTradesWBalance | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ExternalRiskEstimate | 1.000 | 0.240 | 0.131 | 0.329 | 0.022 | -0.482 | -0.416 | 0.584 | -0.351 | 0.617 | 0.530 | -0.023 | -0.182 | -0.159 | 0.053 | -0.227 | -0.228 | -0.597 | -0.188 | -0.329 | -0.221 | -0.457 | -0.446 | 0.453 |
| MSinceOldestTradeOpen | 0.240 | 1.000 | 0.086 | 0.691 | 0.279 | -0.030 | -0.048 | 0.001 | 0.034 | -0.019 | -0.020 | 0.337 | -0.108 | -0.158 | 0.068 | -0.101 | -0.099 | -0.121 | -0.105 | 0.140 | -0.037 | 0.022 | -0.210 | 0.208 |
| MSinceMostRecentTradeOpen | 0.131 | 0.086 | 1.000 | 0.292 | -0.231 | 0.024 | 0.014 | -0.053 | -0.025 | -0.008 | -0.003 | -0.227 | -0.754 | -0.005 | -0.053 | -0.333 | -0.340 | -0.075 | -0.280 | -0.226 | -0.245 | -0.134 | 0.011 | 0.035 |
| AverageMInFile | 0.329 | 0.691 | 0.292 | 1.000 | 0.172 | 0.014 | -0.011 | -0.043 | 0.040 | -0.028 | -0.046 | 0.141 | -0.368 | -0.171 | 0.009 | -0.198 | -0.195 | -0.181 | -0.231 | 0.018 | -0.183 | -0.064 | -0.208 | 0.252 |
| NumSatisfactoryTrades | 0.022 | 0.279 | -0.231 | 0.172 | 1.000 | -0.138 | -0.136 | 0.128 | 0.030 | -0.034 | 0.012 | 0.859 | 0.305 | -0.114 | 0.113 | 0.113 | 0.117 | 0.015 | 0.173 | 0.501 | 0.383 | 0.283 | -0.244 | 0.158 |
| NumTrades60Ever2DerogPubRec | -0.482 | -0.030 | 0.024 | 0.014 | -0.138 | 1.000 | 0.832 | -0.571 | 0.430 | -0.537 | -0.683 | -0.051 | -0.038 | 0.124 | -0.044 | 0.049 | 0.049 | 0.104 | 0.018 | -0.038 | 0.027 | -0.018 | 0.139 | 0.100 |
| NumTrades90Ever2DerogPubRec | -0.416 | -0.048 | 0.014 | -0.011 | -0.136 | 0.832 | 1.000 | -0.405 | 0.308 | -0.423 | -0.517 | -0.064 | -0.028 | 0.109 | -0.048 | 0.055 | 0.056 | 0.075 | 0.012 | -0.056 | 0.008 | -0.038 | 0.122 | 0.066 |
| PercentTradesNeverDelq | 0.584 | 0.001 | -0.053 | -0.043 | 0.128 | -0.571 | -0.405 | 1.000 | -0.748 | 0.830 | 0.902 | 0.052 | 0.075 | -0.130 | 0.044 | -0.022 | -0.022 | -0.177 | -0.027 | -0.013 | -0.047 | -0.055 | -0.172 | 0.254 |
| MSinceMostRecentDelq | -0.351 | 0.034 | -0.025 | 0.040 | 0.030 | 0.430 | 0.308 | -0.748 | 1.000 | -0.624 | -0.801 | 0.062 | 0.019 | 0.083 | 0.002 | 0.044 | 0.045 | 0.117 | 0.045 | 0.058 | 0.077 | 0.061 | 0.082 | 0.252 |
| MaxDelq2PublicRecLast12M | 0.617 | -0.019 | -0.008 | -0.028 | -0.034 | -0.537 | -0.423 | 0.830 | -0.624 | 1.000 | 0.823 | -0.076 | 0.006 | -0.114 | 0.022 | -0.047 | -0.051 | -0.178 | -0.069 | -0.115 | -0.122 | -0.104 | -0.141 | 0.238 |
| MaxDelqEver | 0.530 | -0.020 | -0.003 | -0.046 | 0.012 | -0.683 | -0.517 | 0.902 | -0.801 | 0.823 | 1.000 | -0.051 | 0.014 | -0.117 | 0.029 | -0.041 | -0.042 | -0.147 | -0.048 | -0.053 | -0.089 | -0.058 | -0.123 | 0.234 |
| NumTotalTrades | -0.023 | 0.337 | -0.227 | 0.141 | 0.859 | -0.051 | -0.064 | 0.052 | 0.062 | -0.076 | -0.051 | 1.000 | 0.281 | -0.063 | 0.094 | 0.117 | 0.123 | 0.027 | 0.160 | 0.431 | 0.345 | 0.247 | -0.193 | 0.108 |
| NumTradesOpeninLast12M | -0.182 | -0.108 | -0.754 | -0.368 | 0.305 | -0.038 | -0.028 | 0.075 | 0.019 | 0.006 | 0.014 | 0.281 | 1.000 | 0.007 | 0.063 | 0.303 | 0.305 | 0.103 | 0.323 | 0.285 | 0.305 | 0.166 | -0.002 | 0.072 |
| PercentInstallTrades | -0.159 | -0.158 | -0.005 | -0.171 | -0.114 | 0.124 | 0.109 | -0.130 | 0.083 | -0.114 | -0.117 | -0.063 | 0.007 | 1.000 | -0.010 | 0.039 | 0.038 | 0.083 | 0.303 | -0.275 | 0.434 | -0.122 | 0.401 | 0.152 |
| MSinceMostRecentInqexcl7days | 0.053 | 0.068 | -0.053 | 0.009 | 0.113 | -0.044 | -0.048 | 0.044 | 0.002 | 0.022 | 0.029 | 0.094 | 0.063 | -0.010 | 1.000 | -0.033 | -0.030 | -0.047 | 0.029 | 0.022 | 0.043 | -0.006 | -0.070 | 0.206 |
| NumInqLast6M | -0.227 | -0.101 | -0.333 | -0.198 | 0.113 | 0.049 | 0.055 | -0.022 | 0.044 | -0.047 | -0.041 | 0.117 | 0.303 | 0.039 | -0.033 | 1.000 | 0.982 | 0.098 | 0.123 | 0.107 | 0.126 | 0.116 | 0.046 | 0.080 |
| NumInqLast6Mexcl7days | -0.228 | -0.099 | -0.340 | -0.195 | 0.117 | 0.049 | 0.056 | -0.022 | 0.045 | -0.051 | -0.042 | 0.123 | 0.305 | 0.038 | -0.030 | 0.982 | 1.000 | 0.099 | 0.121 | 0.112 | 0.127 | 0.119 | 0.046 | 0.076 |
| NetFractionRevolvingBurden | -0.597 | -0.121 | -0.075 | -0.181 | 0.015 | 0.104 | 0.075 | -0.177 | 0.117 | -0.178 | -0.147 | 0.027 | 0.103 | 0.083 | -0.047 | 0.098 | 0.099 | 1.000 | 0.151 | 0.443 | 0.173 | 0.677 | 0.548 | 0.334 |
| NetFractionInstallBurden | -0.188 | -0.105 | -0.280 | -0.231 | 0.173 | 0.018 | 0.012 | -0.027 | 0.045 | -0.069 | -0.048 | 0.160 | 0.323 | 0.303 | 0.029 | 0.123 | 0.121 | 0.151 | 1.000 | 0.122 | 0.585 | 0.111 | 0.210 | 0.089 |
| NumRevolvingTradesWBalance | -0.329 | 0.140 | -0.226 | 0.018 | 0.501 | -0.038 | -0.056 | -0.013 | 0.058 | -0.115 | -0.053 | 0.431 | 0.285 | -0.275 | 0.022 | 0.107 | 0.112 | 0.443 | 0.122 | 1.000 | 0.195 | 0.598 | 0.243 | 0.152 |
| NumInstallTradesWBalance | -0.221 | -0.037 | -0.245 | -0.183 | 0.383 | 0.027 | 0.008 | -0.047 | 0.077 | -0.122 | -0.089 | 0.345 | 0.305 | 0.434 | 0.043 | 0.126 | 0.127 | 0.173 | 0.585 | 0.195 | 1.000 | 0.171 | 0.259 | 0.063 |
| NumBank2NatlTradesWHighUtilization | -0.457 | 0.022 | -0.134 | -0.064 | 0.283 | -0.018 | -0.038 | -0.055 | 0.061 | -0.104 | -0.058 | 0.247 | 0.166 | -0.122 | -0.006 | 0.116 | 0.119 | 0.677 | 0.111 | 0.598 | 0.171 | 1.000 | 0.254 | 0.238 |
| PercentTradesWBalance | -0.446 | -0.210 | 0.011 | -0.208 | -0.244 | 0.139 | 0.122 | -0.172 | 0.082 | -0.141 | -0.123 | -0.193 | -0.002 | 0.401 | -0.070 | 0.046 | 0.046 | 0.548 | 0.210 | 0.243 | 0.259 | 0.254 | 1.000 | 0.282 |
| target | 0.453 | 0.208 | 0.035 | 0.252 | 0.158 | 0.100 | 0.066 | 0.254 | 0.252 | 0.238 | 0.234 | 0.108 | 0.072 | 0.152 | 0.206 | 0.080 | 0.076 | 0.334 | 0.089 | 0.152 | 0.063 | 0.238 | 0.282 | 1.000 |
| target | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever2DerogPubRec | NumTrades90Ever2DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq2PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank2NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad | 55 | 144 | 4 | 84 | 20 | 3 | 0 | 83 | 2 | 3 | 5 | 23 | 1 | 43 | 0 | 0 | 0 | 33 | -8 | 8 | 1 | 1 | 69 |
| 1 | Bad | 61 | 58 | 15 | 41 | 2 | 4 | 4 | 100 | -7 | 0 | 8 | 7 | 0 | 67 | 0 | 0 | 0 | 0 | -8 | 0 | -8 | -8 | 0 |
| 2 | Bad | 67 | 66 | 5 | 24 | 9 | 0 | 0 | 100 | -7 | 7 | 8 | 9 | 4 | 44 | 0 | 4 | 4 | 53 | 66 | 4 | 2 | 1 | 86 |
| 3 | Bad | 66 | 169 | 1 | 73 | 28 | 1 | 1 | 93 | 76 | 6 | 6 | 30 | 3 | 57 | 0 | 5 | 4 | 72 | 83 | 6 | 4 | 3 | 91 |
| 4 | Bad | 81 | 333 | 27 | 132 | 12 | 0 | 0 | 100 | -7 | 7 | 8 | 12 | 0 | 25 | 0 | 1 | 1 | 51 | 89 | 3 | 1 | 0 | 80 |
| 5 | Bad | 59 | 137 | 11 | 78 | 31 | 0 | 0 | 91 | 1 | 4 | 6 | 32 | 1 | 47 | 0 | 0 | 0 | 62 | 93 | 12 | 4 | 3 | 94 |
| 6 | Good | 54 | 88 | 7 | 37 | 25 | 0 | 0 | 92 | 9 | 4 | 6 | 26 | 3 | 58 | 0 | 4 | 4 | 89 | 76 | 7 | 7 | 2 | 100 |
| 7 | Good | 68 | 148 | 7 | 65 | 17 | 0 | 0 | 83 | 31 | 6 | 6 | 18 | 1 | 44 | 0 | 0 | 0 | 28 | 48 | 2 | 2 | 2 | 40 |
| 8 | Bad | 59 | 324 | 2 | 138 | 24 | 0 | 0 | 85 | 5 | 4 | 6 | 27 | 1 | 26 | 0 | 1 | 1 | 68 | -8 | 7 | 1 | 3 | 90 |
| 9 | Bad | 61 | 79 | 4 | 36 | 19 | 0 | 0 | 95 | 5 | 4 | 6 | 19 | 3 | 26 | 0 | 6 | 6 | 31 | 86 | 5 | 3 | 1 | 62 |
| target | ExternalRiskEstimate | MSinceOldestTradeOpen | MSinceMostRecentTradeOpen | AverageMInFile | NumSatisfactoryTrades | NumTrades60Ever2DerogPubRec | NumTrades90Ever2DerogPubRec | PercentTradesNeverDelq | MSinceMostRecentDelq | MaxDelq2PublicRecLast12M | MaxDelqEver | NumTotalTrades | NumTradesOpeninLast12M | PercentInstallTrades | MSinceMostRecentInqexcl7days | NumInqLast6M | NumInqLast6Mexcl7days | NetFractionRevolvingBurden | NetFractionInstallBurden | NumRevolvingTradesWBalance | NumInstallTradesWBalance | NumBank2NatlTradesWHighUtilization | PercentTradesWBalance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10449 | Good | 57 | 176 | 4 | 87 | 18 | 0 | 0 | 89 | 2 | 4 | 6 | 18 | 1 | 56 | 4 | 1 | 1 | 93 | 72 | 5 | 3 | 1 | 100 |
| 10450 | Good | 84 | 313 | 6 | 103 | 25 | 0 | 0 | 100 | -7 | 7 | 8 | 25 | 2 | 24 | 11 | 0 | 0 | 10 | 92 | 4 | 3 | 0 | 70 |
| 10451 | Good | 79 | 133 | 2 | 68 | 27 | 0 | 0 | 100 | -7 | 7 | 8 | 30 | 3 | 36 | 0 | 4 | 4 | 1 | 93 | 4 | 2 | 0 | 60 |
| 10452 | Good | 90 | 197 | 5 | 92 | 13 | 0 | 0 | 100 | -7 | 7 | 8 | 13 | 1 | 46 | 4 | 2 | 2 | 5 | 50 | 3 | 3 | 0 | 100 |
| 10453 | Bad | 75 | 410 | 2 | 121 | 37 | 1 | 1 | 83 | 10 | 4 | 3 | 43 | 1 | 7 | 1 | 1 | 1 | 34 | -8 | 7 | 1 | 1 | 53 |
| 10454 | Good | 73 | 131 | 5 | 57 | 21 | 0 | 0 | 95 | 80 | 6 | 6 | 21 | 5 | 19 | 7 | 0 | 0 | 26 | -8 | 5 | 2 | 0 | 100 |
| 10455 | Bad | 65 | 147 | 39 | 68 | 11 | 0 | 0 | 92 | 28 | 6 | 6 | 12 | 0 | 42 | 1 | 1 | 1 | 86 | 53 | 2 | 2 | 1 | 80 |
| 10456 | Bad | 74 | 129 | 6 | 64 | 18 | 1 | 1 | 100 | -7 | 6 | 8 | 18 | 1 | 33 | 3 | 4 | 4 | 6 | -8 | 5 | -8 | 0 | 56 |
| 10457 | Bad | 72 | 234 | 12 | 113 | 42 | 2 | 2 | 96 | 35 | 6 | 2 | 45 | 0 | 20 | 6 | 0 | 0 | 19 | -8 | 4 | 1 | 0 | 38 |
| 10458 | Bad | 66 | 28 | 1 | 17 | 4 | 0 | 0 | 100 | -7 | 7 | 8 | 5 | 2 | 60 | 3 | 3 | 2 | 67 | -8 | 2 | 1 | 0 | 100 |